Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications
暫譯: 基於大型語言模型的解決方案：如何以具成本效益的生成式AI應用程式提供價值

SHREYAS SUBRAMANIAN, PhD, is a principal data scientist at AWS, one of the largest organizations building and providing large language models for enterprise use. He is currently advising both internal Amazon teams and large enterprise customers on building, tuning, and deploying Generative AI applications at scale. Shreyas runs machine learning-focused cost optimization workshops, helping them reduce the costs of machine learning applications on the cloud. Shreyas also actively participates in cutting-edge research and development of advanced training, tuning and deployment techniques for foundation models.

SHREYAS SUBRAMANIAN, PhD, 是 AWS 的首席數據科學家，AWS 是一家最大的為企業提供大型語言模型的組織之一。他目前正在為內部的亞馬遜團隊和大型企業客戶提供建議，幫助他們在大規模上構建、調整和部署生成式 AI 應用程式。Shreyas 主辦以機器學習為重點的成本優化工作坊，幫助他們降低雲端上機器學習應用程式的成本。Shreyas 也積極參與前沿研究和基礎模型的先進訓練、調整和部署技術的開發。